{ "id": "claude-3-sonnet-2024", "systemName": "Claude 3.5 Sonnet", "provider": "Anthropic", "version": "claude-3-5-sonnet-20241022", "modality": "text-to-text", "evaluationDate": "2024-01-10", "deploymentContext": "Production API", "evaluator": "Anthropic Safety Team", "selectedCategories": [ "language-communication", "problem-solving", "creativity-innovation", "learning-memory", "social-intelligence", "perception-vision", "metacognition", "physical-manipulation", "robotic-intelligence", "harmful-content", "bias-fairness", "information-integrity", "privacy-data", "security-robustness", "dangerous-capabilities", "human-ai-interaction", "governance-accountability", "value-chain", "environmental-impact", "economic-displacement" ], "overallStats": { "totalApplicable": 20, "capabilityApplicable": 9, "riskApplicable": 11, "completenessScore": 88, "strongCategories": [ "language-communication", "social-intelligence", "problem-solving", "creativity-innovation", "harmful-content", 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"", "metrics": "", "score": "", "version": "", "taskVariants": "", "customFields": {} } ], "A5": [ { "id": "bench-meem78cs-ehpweq", "url": "https://www.anthropic.com/monitoring", "description": "Production monitoring and safety metrics", "sourceType": "internal", "benchmarkName": "", "metrics": "", "score": "", "version": "", "taskVariants": "", "customFields": {} } ], "A6": [ { "id": "bench-meem78cs-x4yc6z", "url": "https://www.anthropic.com/research/training-data", "description": "Training data contamination analysis", "sourceType": "internal", "benchmarkName": "", "metrics": "", "score": "", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78cs-k7dyn8", "url": "https://www.anthropic.com/news/claude-3-family", "description": "Comprehensive documentation of Claude's language capabilities", "sourceType": "", "documentType": "Technical Report", "customFields": {} } ], "B2": [ { "id": "proc-meem78cs-563xw4", "url": "https://www.anthropic.com/research", "description": "Research publications and evaluation methodologies", "sourceType": "", "documentType": "Research Papers", "customFields": {} } ], "B5": [ { "id": "proc-meem78cs-0dwm24", "url": "https://www.anthropic.com/safety", "description": "External safety researcher review of language capabilities", "sourceType": "", "documentType": "Safety Assessment", "customFields": {} }, { "id": "proc-meem78cs-o0usw6", "url": "https://www.anthropic.com/safety/continuous-improvement", "description": "Continuous evaluation and safety improvement process", "sourceType": "", "documentType": "Process Documentation", "customFields": {} } ], "B6": [ { "id": "proc-meem78cs-40z01u", "url": "https://www.anthropic.com/news/claude-3-5-sonnet", "description": "Transparent reporting of results with uncertainty quantification", "sourceType": "", "documentType": "Technical Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78cs-x30oma", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78cs-xceup4", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Claude 3.5 Sonnet demonstrates exceptional performance in nuanced language understanding and maintains strong safety properties through Constitutional AI training. Particularly strong in creative writing and complex reasoning tasks." }, "social-intelligence": { "benchmarkAnswers": { "A1": "yes", "A2": "no", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78cs-xpylgp", "url": "https://www.anthropic.com/research/social-intelligence", "description": "Social intelligence and theory of mind evaluation", "sourceType": "external", "benchmarkName": "ToMi, Social IQa, EmoBench, SOTOPIA", "metrics": "Theory of mind accuracy, social reasoning score, empathy rating", "score": "84% on ToMi, 87% on Social IQa, 8.2/10 empathy", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78cs-r29e21", "url": "https://www.anthropic.com/research/social-intelligence", "description": "Social intelligence evaluation framework", "sourceType": "", "documentType": "Research Paper", "customFields": {} } ], "B3": [ { "id": "proc-meem78cs-64ondu", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78cs-7dp4cp", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Exceptional performance in understanding social nuances and emotional contexts. Strong cultural sensitivity and ability to navigate complex interpersonal scenarios." }, "problem-solving": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78cs-ybipkt", "url": "https://www.anthropic.com/research/reasoning", "description": "Mathematical and logical reasoning benchmark results", "sourceType": "external", "benchmarkName": "GSM8K, MATH, HumanEval, LogiQA", "metrics": "Problem-solving accuracy, reasoning quality", "score": "88% on GSM8K, 38.9% on MATH, 73% on HumanEval", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78cs-8na5lv", "url": "https://www.anthropic.com/research/reasoning", "description": "Problem-solving capability documentation", "sourceType": "", "documentType": "Technical Report", "customFields": {} } ], "B2": [ { "id": "proc-meem78cs-vdrh83", "url": "", "description": "Not applicable for this evaluation (replication package not provided in the demo data).", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B3": [ { "id": "proc-meem78cs-asj1ns", "url": "", "description": "Not applicable - no external domain expert review captured for this category in the dummy data.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78cs-vwv5f1", "url": "", "description": "Not applicable - figures/uncertainty not included in this sample.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B5": [ { "id": "proc-meem78cs-n9kyxd", "url": "", "description": "Not applicable - standards mapping not performed for this sample.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B6": [ { "id": "proc-meem78cs-huok2k", "url": "", "description": "Not applicable - no formal retest procedures documented in this sample.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Strong analytical reasoning with excellent step-by-step problem breakdown. Particularly effective at explaining reasoning process and identifying potential errors." }, "creativity-innovation": { "benchmarkAnswers": { "A1": "yes", "A2": "no", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78cs-y59nvz", "url": "https://www.anthropic.com/research/creativity", "description": "Creative writing and ideation benchmark evaluation", "sourceType": "internal", "benchmarkName": "Creative writing tasks, Alternative Uses Task, artistic description", "metrics": "Originality score, creativity rating, artistic quality", "score": "8.7/10 originality, 9.3/10 creativity, 8.9/10 artistic quality", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-4gwqir", "url": "https://www.anthropic.com/research/creativity", "description": "Creative capability evaluation methodology", "sourceType": "", "documentType": "Research Paper", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-50nu8n", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-qj95tm", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Exceptional creative writing abilities with strong narrative coherence. Maintains creativity while adhering to ethical guidelines and avoiding harmful content generation." }, "learning-memory": { "benchmarkAnswers": { "A1": "yes", "A2": "no", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-2hkynm", "url": "https://www.anthropic.com/research/learning", "description": "In-context learning and adaptation evaluation", "sourceType": "internal", "benchmarkName": "Few-shot learning tasks, in-context adaptation benchmarks", "metrics": "Learning efficiency, adaptation speed, knowledge retention", "score": "82% few-shot accuracy, 0.85 adaptation coefficient", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-z7tnok", "url": "https://www.anthropic.com/research/learning", "description": "Learning and memory capability assessment", "sourceType": "", "documentType": "Technical Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-koxp6s", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-5xu07w", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Good in-context learning capabilities with effective knowledge integration. Limited by context window but shows strong adaptation within conversations." }, "perception-vision": { "benchmarkAnswers": { "A1": "no", "A2": "no", "A3": "no", "A4": "no", "A5": "no", "A6": "no" }, "processAnswers": { "B1": "yes", "B2": "no", "B5": [ "no" ], "B6": "no", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": {}, "processSources": { "B1": [ { "id": "proc-meem78ct-c8zsed", "url": "https://www.anthropic.com/news/claude-3-family", "description": "Vision capability limitations documentation", "sourceType": "", "documentType": "Technical Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-i8fawu", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-ntwvqi", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Claude 3.5 Sonnet is primarily text-focused with limited vision capabilities in the evaluated version. This category has limited applicability." }, "metacognition": { "benchmarkAnswers": { "A1": "yes", "A2": "no", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-2pknh0", "url": "https://www.anthropic.com/research/self-awareness", "description": "Metacognitive capability and self-awareness evaluation", "sourceType": "internal", "benchmarkName": "Confidence calibration, uncertainty quantification, self-reflection tasks", "metrics": "Calibration error, metacognitive accuracy, self-awareness score", "score": "ECE: 0.09, Metacognitive accuracy: 0.82", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-8df6ap", "url": "https://www.anthropic.com/research/self-awareness", "description": "Metacognitive capability evaluation framework", "sourceType": "", "documentType": "Research Paper", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-ys8q0g", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-qqmmsh", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Strong metacognitive abilities with good confidence calibration. Effectively communicates uncertainty and limitations, enhanced by Constitutional AI training." }, "physical-manipulation": { "benchmarkAnswers": { "A1": "no", "A2": "no", "A3": "no", "A4": "no", "A5": "no", "A6": "no" }, "processAnswers": { "B1": "yes", "B2": "no", "B5": [ "no" ], "B6": "no", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": {}, "processSources": { "B1": [ { "id": "proc-meem78ct-aojvb8", "url": "https://www.anthropic.com/news/claude-3-family", "description": "Physical manipulation limitations documentation", "sourceType": "", "documentType": "Technical Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-mktpe9", "url": "", "description": "B3: Not applicable — process documentation for physical/robotic systems not relevant to text-only model.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-a19s7r", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Claude 3.5 Sonnet has no physical manipulation capabilities as a text-only AI system. This category is not applicable." }, "robotic-intelligence": { "benchmarkAnswers": { "A1": "no", "A2": "no", "A3": "no", "A4": "no", "A5": "no", "A6": "no" }, "processAnswers": { "B1": "yes", "B2": "no", "B5": [ "no" ], "B6": "no", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": {}, "processSources": { "B1": [ { "id": "proc-meem78ct-uzovhe", "url": "https://www.anthropic.com/news/claude-3-family", "description": "Robotic intelligence limitations documentation", "sourceType": "", "documentType": "Technical Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-cyxevl", "url": "", "description": "B3: Not applicable — process documentation for physical/robotic systems not relevant to text-only model.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-orptop", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Claude 3.5 Sonnet lacks robotic embodiment and autonomous physical capabilities. This category is not applicable." }, "harmful-content": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "yes", "A4": "yes", "A5": "yes", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-lyzdae", "url": "https://www.anthropic.com/safety/constitutional-ai", "description": "Comprehensive harmful content generation evaluation", "sourceType": "internal", "benchmarkName": "Constitutional AI safety benchmarks, HarmBench, RealToxicityPrompts", "metrics": "Harmful content rate, safety compliance score, refusal accuracy", "score": "0.08% harmful content rate, 98.5% safety compliance", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-9ukvzd", "url": "https://www.anthropic.com/safety/constitutional-ai", "description": "Harmful content generation risk assessment using Constitutional AI", "sourceType": "", "documentType": "Safety Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-3gvs3h", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-7jgoae", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Exceptional safety performance with Constitutional AI training. Very low harmful content generation rates and high accuracy in identifying and refusing harmful requests." }, "bias-fairness": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-ccf94f", "url": "https://www.anthropic.com/research/bias-fairness", "description": "Comprehensive bias evaluation across demographic groups", "sourceType": "external", "benchmarkName": "Winogender, CrowS-Pairs, BOLD, BBQ, StereoSet", "metrics": "Bias score, demographic parity, stereotype perpetuation rate", "score": "18% bias reduction vs baseline, 0.12 stereotype score", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-kjy36t", "url": "https://www.anthropic.com/research/bias-fairness", "description": "Bias and fairness evaluation using Constitutional AI principles", "sourceType": "", "documentType": "Research Paper", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-1kipz8", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-wftwju", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Strong performance in bias reduction through Constitutional AI training. Ongoing efforts to address subtle biases and ensure equitable treatment across all demographic groups." }, "information-integrity": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "yes", "A4": "yes", "A5": "yes", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-r8wt9d", "url": "https://www.anthropic.com/research/truthfulness", "description": "Factual accuracy and information integrity evaluation", "sourceType": "external", "benchmarkName": "TruthfulQA, FEVER, HaluEval, FActScore", "metrics": "Truthfulness rate, hallucination frequency, factual accuracy", "score": "85% truthfulness on TruthfulQA, 9% hallucination rate", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-9w896p", "url": "https://www.anthropic.com/research/truthfulness", "description": "Information integrity evaluation methodology", "sourceType": "", "documentType": "Research Paper", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-wazgg0", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-kmvkx8", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Strong commitment to factual accuracy with Constitutional AI training focused on truthfulness. Lower hallucination rates compared to many competitors." }, "privacy-data": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "yes", "A4": "yes", "A5": "yes", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-26xt2x", "url": "https://www.anthropic.com/privacy", "description": "Privacy protection and data security evaluation", "sourceType": "internal", "benchmarkName": "Privacy leakage tests, membership inference attacks, PII extraction", "metrics": "Privacy leakage rate, MIA success rate, PII detection accuracy", "score": "2.8% MIA success rate, <0.05% PII leakage", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-klc5uh", "url": "https://www.anthropic.com/privacy", "description": "Privacy and data protection evaluation framework", "sourceType": "", "documentType": "Privacy Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-y1te3j", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-hm7z2y", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Strong privacy protections with comprehensive data governance. Low rates of privacy leakage and effective PII protection mechanisms." }, "security-robustness": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-6c7hay", "url": "https://www.anthropic.com/security", "description": "Security and robustness evaluation against attacks", "sourceType": "external", "benchmarkName": "Jailbreaking attempts, prompt injection, adversarial attacks", "metrics": "Attack success rate, robustness score, security compliance", "score": "6.2% jailbreak success rate, 94% robustness score", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-n1ipit", "url": "https://www.anthropic.com/security", "description": "Security and robustness evaluation methodology", "sourceType": "", "documentType": "Security Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-u8tsn2", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-vu8h0f", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Good security robustness with Constitutional AI providing additional protection against adversarial attacks. Ongoing security improvements and monitoring." }, "dangerous-capabilities": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "no", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "no", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-5gjj4v", "url": "https://www.anthropic.com/safety/dangerous-capabilities", "description": "Dangerous capabilities evaluation including CBRN and dual-use assessment", "sourceType": "internal", "benchmarkName": "CBRN evaluation, dual-use technology assessment", "metrics": "Dangerous information generation rate, misuse potential score", "score": "0.6% dangerous information generation, low misuse potential", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-59oimz", "url": "https://www.anthropic.com/safety/dangerous-capabilities", "description": "Dangerous capabilities risk assessment with Constitutional AI", "sourceType": "", "documentType": "Safety Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-v9yjtj", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-0wtwzk", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Very low rates of dangerous information generation with Constitutional AI providing strong safeguards. Effective at identifying and refusing dangerous requests." }, "human-ai-interaction": { "benchmarkAnswers": { "A1": "yes", "A2": "no", "A3": "yes", "A4": "yes", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-blox26", "url": "https://www.anthropic.com/research/human-ai-interaction", "description": "Human-AI interaction safety and effectiveness evaluation", "sourceType": "external", "benchmarkName": "Trust calibration, helpfulness assessment, manipulation detection", "metrics": "Trust calibration score, helpfulness rating, manipulation resistance", "score": "0.81 trust calibration, 8.9/10 helpfulness, 1.8% manipulation rate", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-04zzrv", "url": "https://www.anthropic.com/research/human-ai-interaction", "description": "Human-AI interaction evaluation with Constitutional AI principles", "sourceType": "", "documentType": "Research Paper", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-k90udw", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-idngkh", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Excellent human-AI interaction design with Constitutional AI promoting helpful, honest, and harmless interactions. Strong trust calibration and transparency." }, "governance-accountability": { "benchmarkAnswers": { "A1": "yes", "A2": "yes", "A3": "yes", "A4": "no", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "yes", "B5": [ "yes" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-3hflyh", "url": "https://www.anthropic.com/governance", "description": "Governance and accountability framework evaluation", "sourceType": "internal", "benchmarkName": "Transparency metrics, accountability measures, governance compliance", "metrics": "Documentation completeness, oversight effectiveness, compliance score", "score": "89% documentation completeness, high governance compliance", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-yglspr", "url": "https://www.anthropic.com/governance", "description": "Governance and accountability evaluation framework", "sourceType": "", "documentType": "Governance Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-1bp2p4", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-49tf7r", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Strong governance framework with Constitutional AI principles embedded in development process. Clear accountability structures and comprehensive oversight mechanisms." }, "environmental-impact": { "benchmarkAnswers": { "A1": "yes", "A2": "no", "A3": "no", "A4": "no", "A5": "no", "A6": "yes" }, "processAnswers": { "B1": "yes", "B2": "no", "B5": [ "no" ], "B6": "yes", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-ytde9j", "url": "https://www.anthropic.com/sustainability", "description": "Environmental impact assessment and carbon footprint analysis", "sourceType": "internal", "benchmarkName": "Carbon footprint calculation, energy efficiency metrics", "metrics": "CO2 emissions per token, energy consumption, sustainability score", "score": "0.0015 kg CO2 per 1000 tokens", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-z7e3zx", "url": "https://www.anthropic.com/sustainability", "description": "Environmental impact evaluation methodology", "sourceType": "", "documentType": "Sustainability Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-npw536", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-s5g0wh", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Moderate environmental impact with ongoing efforts to improve efficiency. Focus on sustainable training practices and renewable energy usage." }, "economic-displacement": { "benchmarkAnswers": { "A1": "yes", "A2": "no", "A3": "no", "A4": "no", "A5": "no", "A6": "no" }, "processAnswers": { "B1": "yes", "B2": "no", "B5": [ "no" ], "B6": "no", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": { "A1": [ { "id": "bench-meem78ct-idk8su", "url": "https://www.anthropic.com/research/economic-impact", "description": "Economic displacement impact assessment", "sourceType": "external", "benchmarkName": "Job automation analysis, economic impact modeling", "metrics": "Automation potential, job displacement risk, economic benefit analysis", "score": "32% of knowledge work tasks potentially automatable", "version": "", "taskVariants": "", "customFields": {} } ] }, "processSources": { "B1": [ { "id": "proc-meem78ct-yii25e", "url": "https://www.anthropic.com/research/economic-impact", "description": "Economic displacement evaluation framework", "sourceType": "", "documentType": "Economic Impact Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-k0stt5", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-ts5nqf", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Significant potential for economic displacement requiring careful management. Need for comprehensive retraining and transition support programs." }, "value-chain": { "benchmarkAnswers": { "A1": "no", "A2": "no", "A3": "no", "A4": "no", "A5": "no", "A6": "no" }, "processAnswers": { "B1": "yes", "B2": "no", "B5": [ "no" ], "B6": "no", "B3": "N/A", "B4": "N/A" }, "benchmarkSources": {}, "processSources": { "B1": [ { "id": "proc-meem78ct-j0v3ge", "url": "https://www.anthropic.com/supply-chain", "description": "Value chain and supply chain risk assessment", "sourceType": "", "documentType": "Supply Chain Report", "customFields": {} } ], "B3": [ { "id": "proc-meem78ct-kg58lk", "url": "", "description": "B3: Not applicable — documentation or process evidence not captured for this evaluation.", "sourceType": "", "documentType": "N/A", "customFields": {} } ], "B4": [ { "id": "proc-meem78ct-wxs1he", "url": "", "description": "B4: Not applicable — figures/uncertainty plots are not included in this report.", "sourceType": "", "documentType": "N/A", "customFields": {} } ] }, "additionalAspects": "Limited public transparency in value chain evaluation. Ongoing work to improve supply chain risk assessment and third-party dependency management." } } }